Abstract:
Muslim countries increasingly adopt Artificial Intelligence technologies, creating challenges related to accountability, explainability, discrimination, and oversight, while existing regulatory frameworks remain insufficient to govern high risk Artificial Intelligence systems comprehensively. This study examines the regulatory shortcomings of Artificial Intelligence governance in selected Muslim countries and formulates an Islamic governance framework based on the principles of Maqāṣid al Sharīʿah. The study applies normative legal research through statutory, comparative, and Islamic legal philosophical approaches to evaluate existing regulatory models and identify normative gaps. The analysis demonstrates three principal findings. First, existing regulatory frameworks do not adequately regulate explainability standards, algorithmic auditing mechanisms, judicial review procedures, and legal liability for automated decisions. Second, the widespread use of opaque algorithmic systems in digital surveillance, financial technology, and public administration increases the potential for indirect discrimination, unequal legal relationships, and disproportionate exercises of discretionary authority. Third, the principles of ḥifẓ al ʿaql, ḥifẓ al māl, and ḥifẓ al ʿird establish normative foundations that support explainability, meaningful human oversight, privacy protection, and economic justice within Artificial Intelligence governance.
References
Abbas, Hafiz Syed Mohsin, ‘Technology, Institutions, and Migration: A Fusional Governance Framework for Mitigating State Fragility’, Technology in Society, 85 (2026), 103175 https://doi.org/https://doi.org/10.1016/j.techsoc.2025.103175
Abdullah, Othman, Amir Shaharuddin, Muhamad Azhari Wahid and Mohd Shukor Harun, ‘AI APPLICATIONS FOR FIQH RULINGS IN ISLAMIC BANKS: SHARĪʿAH COMMITTEE ACCEPTANCE’, ISRA International Journal of Islamic Finance, 16 (2024), 111–26 https://doi.org/10.55188/ijif.v16i1.685
Abozaid, Abdulazeem, Financial Applications of Artificial Intelligence: Shariah Issues and Maqasid Considerations, Islamic Finance in the Digital Age, 2024 https://doi.org/10.4337/9781035322954.00020
Agaileh, Zaid Muhmoud, ‘EDUCATIONAL WAQF (ENDOWMENT) IN ARTIFICIAL INTELLIGENCE PROGRAMS: TOWARD A NEW FORM OF WAQF’, Journal of Governance and Regulation, 13 (2024), 231–40 https://doi.org/10.22495/jgrv13i1art21
Agarwal, Vernika, Zoubida Benmamoun, Misbah Anjum, Kaliyan Mathiyazhagan, Michael Akim and Marco Pironti, ‘Urban Innovation Dilemmas: Tackling the Challenges for Urban Growth in Smart City’, Technology in Society, 85 (2026), 103194 https://doi.org/https://doi.org/10.1016/j.techsoc.2025.103194
Ahmad, Norashikin, Mohd Shukri Hanapi and Yusma Fariza Yasin, ‘Maqasid Shariah and Islamic Fintech Research: Trends, Topics and Collaborations’, Jurnal Ilmiah Peuradeun, 13 (2025), 2271–2310 https://doi.org/10.26811/peuradeun.v13i3.1829
Al-Azani, Sadam, Shadi Abudalfa and Hussein Samma, ‘A Comprehensive Review of Artificial Intelligence in Qur’anic Research: Trends, Methods, Challenges, and Future Directions’, Information Processing & Management, 63 (2026), 104870 https://doi.org/https://doi.org/10.1016/j.ipm.2026.104870
Al-Fatih, Sholahuddin, Putri Shafarina Thahir, Nafik Muthohirin and Norhasliza Ghapa, ‘Artificial Intelligence in Indonesia’s Financial Sector: Regulatory and Islamic Law Perspectives’, Justicia Islamica, 22 (2025), 303–26 https://doi.org/10.21154/justicia.v22i2.10479
Al-Obeidi, Ali and Shuq Hussein, ‘The Legal Nature of Contracts Concluded by Artificial Intelligence According to The Uae Electronic Transactions and E-Commerce Law No. (46) of 2021’, in 2023 24th International Arab Conference on Information Technology, ACIT 2023, 2023 https://doi.org/10.1109/ACIT58888.2023.10453892
Alaloosh, Mahmood Shaker, Govar Majed Ahmad and Lara Adel Jabbar, ‘Adapting Iraqi Law to Smart Contracts: A Comparative Analysis Incorporating Islamic Law Principles and Consumer Protection in the Contemporary Digital Era’, MILRev: Metro Islamic Law Review, 5 (2026), 210–46 https://doi.org/10.32332/milrev.v5i1.13031
Ali, Fatima, Karim Bouzoubaa, Frank Gelli, Boumediene Hamzi and Suhair Khan, ‘Islamic Ethics and AI: An Evaluation of Existing Approaches to AI Using Trusteeship Ethics’, Philosophy and Technology, 38 (2025) https://doi.org/10.1007/s13347-025-00922-4
Alkhouri, Ritab and Khaled Halteh, ‘The Integrated Ethical Governance Framework: Bridging Ethical Theory and Regulatory Practice in FinTech’, Social Sciences & Humanities Open, 13 (2026), 102661 https://doi.org/https://doi.org/10.1016/j.ssaho.2026.102661
Almarayeh, Taha and Beatriz Aibar-Guzmán, ‘Do Religious Values Mitigate the Effect of Formal Corporate Governance Rules on Earnings Management in Islamic Countries? Evidence from Jordan’, Competitiveness Review, 35 (2024), 1039–59 https://doi.org/https://doi.org/10.1108/CR-03-2024-0055
Alshahrani, Albandari, Denis Dennehy and Matti Mäntymäki, ‘An Attention-Based View of AI Assimilation in Public Sector Organizations: The Case of Saudi Arabia’, Government Information Quarterly, 39 (2022), 101617 https://doi.org/https://doi.org/10.1016/j.giq.2021.101617
Amin, Muhamad, Murdiono Murdiono and Renat Sarimov, ‘Evolution of the Islamic Judicial System: Justice in the Governance of Caliph ‘Umar Ibn Al-Khaṭṭāb’, Al-Ahkam: Jurnal Ilmu Syari’ah Dan Hukum, 8 (2023), 133–145 https://doi.org/10.22515/alahkam.v8i2.8061
Apipuddin, Apipuddin, Ulyan Nasri, R Arif Mulyohadi and Asbullah Muslim, ‘Integrating Electronic Information and Transaction Law (UU ITE) and Islamic Criminal Law: Addressing Malware-Based Data Theft’, Al-Ahkam: Jurnal Ilmu Syari’ah Dan Hukum, 9 (2024), 154–170 https://doi.org/10.22515/alahkam.v9i2.10269
Arifardhani, Yoyo, Nur Hidayah Che Ahmat and Moh Mukri, ‘The Role of Law in AI-Based Business Ecosystems: A Contextualized Perspective from Islamic Law’, Jurnal Ilmiah Mizani, 12 (2025), 284 – 296 https://doi.org/10.29300/mzn.v12i1.6961
Arpinar, I Budak, Ugur Kursuncu and Dilshod Achilov, ‘Social Media Analytics to Identify and Counter Islamist Extremism: Systematic Detection, Evaluation, and Challenging of Extremist Narratives Online’, in Proceedings - 2016 International Conference on Collaboration Technologies and Systems, CTS 2016, 2016, pp. 611–12 https://doi.org/10.1109/CTS.2016.113
Aysan, Ahmet Faruk, Hussain Mohi Ud Din Qadri, Hassnian Ali, Artificial Intelligence and the Future of Islamic Finance, Artificial Intelligence and the Future of Islamic Finance, 2026 https://doi.org/10.4324/9781003620525
Azhar, Muhammad Hazim Mohd, Mohamad Fikri Mohd Bakri, Khadher Ahmad and Muhammad Ikhlas Rosele, ‘Ethics and Limits of Artificial Intelligence (AI) in Quranic Exegesis According to the Epistemological Framework of Islamic Knowledge; [ETIKA DAN HAD PENGGUNAAN KECERDASAN BUATAN (AI) DALAM TAFSIR AL-QURAN MENURUT KERANGKA EPISTEMOLOGI ILMU ISLAM]’, Quranica, 17 (2025), 97–124 https://www.scopus.com/pages/publications/105018233406?origin=resultslist
Badah, Amjad Mohammad, Camellia Najeh Khalaf, Fatima Jamil Dwaikat and Naji AlQbailat, ‘The Usage of Artificial Intelligence in Legal Translation: Bridging the Gap between Law and Language’, Ampersand, 16 (2026), 100248 https://doi.org/https://doi.org/10.1016/j.amper.2025.100248
Belal, Youssef, The Life of Shariʿa: A Comparative Anthropology of Law, The Life of Shariʿa: A Comparative Anthropology of Law, 2025 https://www.scopus.com/pages/publications/105007958985?origin=resultslist
Biju, PR and O Gayathri, ‘Structural Oppression and AI: A Systematic Review of Data Policy Frameworks in India’, Technological Forecasting and Social Change, 223 (2026), 124415 https://doi.org/https://doi.org/10.1016/j.techfore.2025.124415
Birgün, Mehmet, ‘Integrating AI into Qur’an Learning: Technical Advances and Pedagogical Gaps’, Social Sciences & Humanities Open, 13 (2026), 102499 https://doi.org/https://doi.org/10.1016/j.ssaho.2026.102499
Chuan, Ching-Hua, Ruoyu Sun, Shiyun Tian and Wan-Hsiu Sunny Tsai, ‘EXplainable Artificial Intelligence (XAI) for Facilitating Recognition of Algorithmic Bias: An Experiment from Imposed Users’ Perspectives’, Telematics and Informatics, 91 (2024), 102135 https://doi.org/https://doi.org/10.1016/j.tele.2024.102135
Curry, Niall, Paul Baker and Gavin Brookes, ‘Generative AI for Corpus Approaches to Discourse Studies: A Critical Evaluation of ChatGPT’, Applied Corpus Linguistics, 4 (2024), 100082 https://doi.org/https://doi.org/10.1016/j.acorp.2023.100082
Dirwan, Ahmad, Mohammad Jamin and Jadmiko Anom Husodo, ‘Indigenous Community Governance Policy Perspectives on Forest Area Protection’, 1 (2023), 122–32 https://doi.org/10.53955/jsderi.v1i2.12
Elmahjub, Ezieddin, ‘Artificial Intelligence (AI) in Islamic Ethics: Towards Pluralist Ethical Benchmarking for AI’, Philosophy and Technology, 36 (2023) https://doi.org/10.1007/s13347-023-00668-x
Ezzat, Ahmad Saeed, ‘Confidentiality and Privacy in Personal Data Processing: An Analytical of Islamic Law and Egyptian Law No. 151 of 2020’, Manchester Journal of Transnational Islamic Law and Practice, 20 (2024), 375–80 https://www.scopus.com/pages/publications/85211204669?origin=resultslist
Fahmi, Chairul, ‘The Impact of Regulation on Islamic Financial Institutions Toward the Monopolistic Practices in the Banking Industrial in Aceh, Indonesia’, Jurnal Ilmiah Peuradeun, 11 (2023), 667–686 https://doi.org/10.26811/peuradeun.v11i2.923
Faizin, Nur, A Samsul Maarif and Yusuf Hanafi, ‘Considering Religious Moderation in Islamic Law through AI ChatGPT and Bahsul Masail of Nahdlatul Ulama’, Law, Innovation and Technology, 17 (2025), 271–88 https://doi.org/10.1080/17579961.2025.2469351
Fernandez, Shereen, ‘AI and Spatialised Islamophobia’, Political Geography, 2026, 103570 https://doi.org/https://doi.org/10.1016/j.polgeo.2026.103570
Fontoura, Leonardo, Daniel Luiz de Mattos Nascimento, Julio Vieira Neto and Rodrigo Goyannes Gusmão Caiado, ‘Energy Gen-AI Technology Framework: A Perspective of Energy Efficiency and Business Ethics in Operation Management’, Technology in Society, 81 (2025), 102847 https://doi.org/https://doi.org/10.1016/j.techsoc.2025.102847
Habib, Zainal, ‘Ethics of Artificial Intelligence in Maqāṣid Al-Sharīʿa’s Perspective’, KARSA, 33 (2025), 105 – 134 https://doi.org/10.19105/karsa.v33i1.19617
Hamsin, Muhammad Khaeruddin, Rizaldy Anggriawan and Farisma Jiatrahman, ‘Unveiling Ethical Implications: AI Robot Accountability in Islamic Context’, Jurnal Media Hukum, 30 (2023), 117–35 https://doi.org/10.18196/jmh.v30i2.18524
Hasanah, Uswatun, ‘The Effectiveness Of Islamic Law Implementation To Address Cyber Crime: Studies In Arab, Brunei Darussalam, And China’, Al-Ahkam: Jurnal Ilmu Syari’ah Dan Hukum, 3 (2018), 107–122 https://doi.org/10.22515/alahkam.v3i2.1348
Hassan, Rohail and Maran Marimuthu, ‘Bridging and Bonding: Having a Muslim Diversity on Corporate Boards and Firm Performance’, Journal of Islamic Accounting and Business Research, 9 (2018), 457–78 https://doi.org/https://doi.org/10.1108/JIABR-02-2016-0022
Hassouneh, Aref Izzeddin and Abeer Al-Amayreh, ‘Civil Liability for Damages Arising from the Use of Artificial Intelligence: A Comparative Study between Islamic Jurisprudence and Positive Law’, Journal of Human Security, 21 (2025), 47–51 https://doi.org/10.12924/johs2025.210207
Hatikasari, Siti, ‘Development of Green Banking Concept in Banking Policy for Considering Environmental Protection The World Economic Forum Report Entitled The Global Risk Report 2021 , One of the Important Issues Is How to Deal with the Increasingly Real Threat of Climate ’, 1 (2023), 133–50 https://doi.org/10.53955/jsderi.v1i3.14
Hendrik, Hendrik, Sri Suning Kusumawardani and Adhistya Erna Permanasari, ‘The Emerging Landscape of Halal Tourism in the Digital Era: An IT Perspective’, Journal of Islamic Marketing, 15 (2024), 1995–2015 https://doi.org/10.1108/JIMA-04-2023-0130
Huang, Tianchen, Xinyue Ye, Tan Yigitcanlar, Boqian Xu, Galen Newman, Bo Zhao, and others, ‘Artificial Intelligence in Urban Design: A Systematic Review’, Cities, 169 (2026), 106527 https://doi.org/https://doi.org/10.1016/j.cities.2025.106527
Husni, Ahmad Bin Muhammad, Amir Husin Bin Mohd Nor, Abdel Wadoud Moustafa Moursi El-Seoudi, Ibnor Azli Ibrahim, Hayatullah Laluddin, Muhammad Adib Samsudin, and others, ‘Relationship of Maqasid Ai-Shariah with Qisas and Diyah: Analytical View’, Social Sciences (Pakistan), 7 (2012), 725–30 https://doi.org/10.3923/sscience.2012.725.730
Hussain, Sarah, Gagandeep Soni, Shekhar and Sharda Sharma, ‘Workforce Readiness: Industry Insights on Building Future-Ready Talent for Hospitality’, Worldwide Hospitality and Tourism Themes, 18 (2026), 83–103 https://doi.org/https://doi.org/10.1108/WHATT-12-2025-0302
Hussein, Shuq and Ali Al-Obeidi, ‘Robotics and AI Systems: Legal Personality for AI System Under UAE Law and Islamic Jurisprudence’, in 2023 24th International Arab Conference on Information Technology, ACIT 2023, 2023 https://doi.org/10.1109/ACIT58888.2023.10453710
I Ketut Gede Adi Ramadika and I Ketut Kasta Arya Wijaya, ‘Legality of Copyright Protection on Artificial Intelligence Works’, Glorification of Justice, 2 (2025), 105–14 https://doi.org/10.62383/pk.v2i1.460
Ilham, M, Muh Darwis, Abdulloh Munir, Sudirman and Muhammad Irfan Hasanuddin, ‘Between Ḥifẓ Al-ʿIrḍ (the Protection of Dignity) and Algorithmic Visibility: A Maqāṣid Al-Sharīʿah Approach to Digital Modesty in the Age of Self-Commodification’, Mazahibuna: Jurnal Perbandingan Mazhab, 8 (2026), 75–91 https://doi.org/10.24252/mazahibuna.vi.64536
Ismaeel, Shatha, Khalid Alammari and Zinah Ghanim Younus, ‘Evidentiary Challenges in AI-Mediated E-Commerce Disputes: Comparative Perspectives from the EU, US, GCC, and Islamic Law’, Justicia Islamica, 23 (2026), 85–118 https://doi.org/10.21154/justicia.v23i1.11809
Jaelani, Abdul Kadir, Ahmad Dwi Nuryanto, Rakotoarisoa Maminirina Fenitra, M Misbahul Mujib and Resty Dian Luthviati, ‘Legal Protection of Employee Wage Rights in Bankrupt Companies: Evidence from China’, Legality: Jurnal Ilmiah Hukum, 31 (2023), 202–23 https://doi.org/10.22219/ljih.v31i2.25874
Jafar, Ahmad, Hussain Mohi Ud Din Qadri, Automation in the Takaful Industry and the Role of AI, Artificial Intelligence and the Future of Islamic Finance, 2026 https://doi.org/10.4324/9781003620525-14
Jafar, Ahmad and Muhammad Bilal Zafar, ‘Corporate Social Responsibility Disclosure in the Takaful Sector’, International Journal of Ethics and Systems, 2025 https://doi.org/10.1108/IJOES-11-2024-0367
Johari, Mohd Hasrul Yushairi, ‘Artificial Intelligence in Zakat and Waqf Management: Enhancing Fund Utilisation for Tourism Initiatives’, Journal of Islamic Accounting and Business Research, 2025, 1–17 https://doi.org/10.1108/JIABR-10-2024-0385
Kannike, Uthman Mohammed Mustapha and Abdulgafar Olawale Fahm, ‘EXPLORING THE ETHICAL GOVERNANCE OF ARTIFICIAL INTELLIGENCE FROM AN ISLAMIC ETHICAL PERSPECTIVE’, Jurnal Fiqh, 22 (2025), 134–61 https://doi.org/10.22452/fiqh.vol22no1.5
Karimullah, Suud Sarim, ‘The Relevance of the Concept of Justice in Islamic Law to Contemporary Humanitarian Issues’, Al-Ahkam: Jurnal Ilmu Syari’ah Dan Hukum, 8 (2023), 77–91 https://doi.org/10.22515/alahkam.v8i1.7654
Kasdi, Abdurrohman, Umma Farida, Miftahul Huda, Akmal Fawwaz Aulia Rahman and Ahmad Dakhoir, ‘Fatwa and Religious Authority: Islamic Law, Social Media Ethics and Digital Age’, Al-Ahkam: Jurnal Ilmu Syari’ah Dan Hukum, 11 (2026), 56–66 https://doi.org/10.22515/alahkam.v11i1.10755
Khammassi, Soumaya and Yusra Alshanqityi, ‘Digital Rights, AI, and The Law: International Perspectives on Saudi Arabia’s Legal Framework and International Experience’, Access to Justice in Eastern Europe, 8 (2025), 146–77 https://doi.org/10.33327/AJEE-18-8.S-a000154
Lee, Hui Shan, Fan Fah Cheng, Wai Mun Har, Annuar Md Nassir and Nazrul Hisyam Ab Razak, ‘Efficiency, Firm-Specific and Corporate Governance Factors of the Takaful Insurance’, International Journal of Islamic and Middle Eastern Finance and Management, 12 (2019), 368–87 https://doi.org/https://doi.org/10.1108/IMEFM-06-2018-0187
Li, Hangtang, Zhijian Li and Peng Zhu, ‘Digital Platforms as Enablers of Circular Economy Practices: Insights from a Chinese Province?’, Technology in Society, 84 (2026), 103075 https://doi.org/https://doi.org/10.1016/j.techsoc.2025.103075
Maiga, Mohamed Hamadikinane, ‘Achieving Maqāṣid Al-Sharīʿah through Artificial Intelligence: Mechanisms of Facilitation, Control, and Quality Assurance’, Mazahibuna: Jurnal Perbandingan Mazhab, 7 (2025), 54–70 https://doi.org/10.24252/mazahibuna.vi.55038
Maliki, Ibnu Akbar, Zezen Zainul Ali and Muhammad Khusaini, ‘Artificial Intelligence and the Law: The Use of Artificial Intelligence as a Tool to Assist Judges in Deciding Polygamy Cases’, Nurani, 23 (2023), 211–28 https://doi.org/10.19109/nurani.v23i2.20152
Meerangani, Khairul Azhar, Muhammad Safwan Harun and Muhamad Sayuti Mansor, ‘Principles of Fiqh in AI-Based Information Dissemination on Social Media; [PRINSIP FIQH DALAM PENYEBARAN MAKLUMAT BERASASKAN KECERDASAN BUATAN (AI) DI MEDIA SOSIAL]’, Jurnal Fiqh, 22 (2025), 235–61 https://doi.org/10.22452/fiqh.vol22no2.2
Meerangani, Khairul Azhar, Muhammad Ikhlas Rosele, Mohammad Fahmi Abdul Hamid and Ibrahim Adham Mohd Rokhibi, ‘ARTIFICIAL INTELLIGENCE IN THE REALM OF FATWA: AN ANALYTICAL STUDY ON ITS USE AS A REFERENCE TOOL IN MALAYSIA’, Journal of Fatwa Management and Research, 31 (2026), 109–30 https://doi.org/10.33102/jfatwa.vol31no1.721
Mesroua, Mohamed, Emergence of Generative AI Challenges and Opportunities for Shariah Auditors, Artificial Intelligence and the Future of Islamic Finance, 2026 https://doi.org/10.4324/9781003620525-11
Mostafa, Imad Ibraheem, Eman Zaitoun, Abdoulaye Kaba and Amal Saeed Alblooshi, ‘Evaluating the Efficiency of Three Different Artificial Intelligence Models in Solving Jurisprudential Problems: An Exploratory Study’, in 2025 Global Congress on Emerging Technologies, GCET 2025, 2025, pp. 123–28 https://doi.org/10.1109/GCET68529.2025.11450907
Muryanto, Yudho Taruno, ‘The Urgency of Sharia Compliance Regulations for Islamic Fintechs: A Comparative Study of Indonesia, Malaysia and the United Kingdom’, Journal of Financial Crime, 30 (2023), 1264–78 https://doi.org/https://doi.org/10.1108/JFC-05-2022-0099
Muryanto, Yudho Taruno, Dona Budi Kharisma and Anjar Sri Ciptorukmi Nugraheni, ‘Prospects and Challenges of Islamic Fintech in Indonesia: A Legal Viewpoint’, International Journal of Law and Management, 64 (2021), 239–52 https://doi.org/https://doi.org/10.1108/IJLMA-07-2021-0162
Nawi, Aliff, Nor Yazi Khamis, Mohd Faiz Mohd Yaakob, Mohd Al Adib Samuri and Gamal Abdul Nasir Zakaria, ‘Exploring Opportunities and Risks of Artificial Intelligence Research for Islamic Ethical Guidelines’, Afkar, 25 (2023), 1–34 https://doi.org/10.22452/afkar.vol25no2.1
Neuwirth, Rostam J, ‘Prohibited Artificial Intelligence Practices in the Proposed EU Artificial Intelligence Act (AIA)’, Computer Law & Security Review, 48 (2023), 105798 https://doi.org/https://doi.org/10.1016/j.clsr.2023.105798
Nuraeni, Neni and Muhammad Najib Abdullah, ‘APPLYING AL-RIDHA BI AL-SYAI’ RIDHA BIMA YATAWALLADU MINHU TO ENSURE VALIDITY IN ISLAMIC ECONOMICS’, Asy-Syari’ah, 25 (2023), 119–38 https://doi.org/10.15575/as.v25i2.29343
Qaruty, Reema Al, Suha Alqaruty, Khawlah M Al-Tkhayneh and Samer Abdel Hadi, ‘Artificial Intelligence and Islamic Jurisprudence: Ethical, Legal, and Theological Considerations’, in 2025 International Conference on Cybersecurity and AI-Based Systems, Cyber-AI 2025, 2025, pp. 59–66 https://doi.org/10.1109/Cyber-AI66431.2025.11233662
Rahiem, Maila DH, ‘Generative AI in Higher Education in Indonesia: Patterns of Use and Learning Impact’, Social Sciences & Humanities Open, 13 (2026), 102672 https://doi.org/https://doi.org/10.1016/j.ssaho.2026.102672
Riandari, Fristi, Sarjon Defit and Yuhandri, ‘ARTIFICIAL INTELLIGENCE APPROACH FOR SMART SHARIA TOURISM: A REVIEW’, Journal of Theoretical and Applied Information Technology, 100 (2022), 4932–40 https://www.scopus.com/pages/publications/85134405863?origin=resultslist
Robles Carrillo, Margarita, ‘Artificial Intelligence: From Ethics to Law’, Telecommunications Policy, 44 (2020), 101937 https://doi.org/https://doi.org/10.1016/j.telpol.2020.101937
Sari, Onur and Sener Celik, ‘Legal Evaluation of the Attacks Caused by Artificial Intelligence-Based Lethal Weapon Systems within the Context of Rome Statute’, Computer Law & Security Review, 42 (2021), 105564 https://doi.org/https://doi.org/10.1016/j.clsr.2021.105564
Shabani, Amirhosein, Husam AlWaer and Shima Taheri, ‘Artificial Intelligence Revolution in Urban Planning: A 30-Year Journey a Review’, Proceedings of the Institution of Civil Engineers - Urban Design and Planning, 179 (2025), 41–57 https://doi.org/https://doi.org/10.1680/jurdp.25.00009
Shahrouri, Ahmad Daoud Mohammad, ‘The Cultural and Social Impact of Artificial Intelligence on Islamic Law Standard: A Fundamental Purposeful Study’, Studies in Big Data, 136 (2023), 194–201 https://doi.org/10.1007/978-3-031-42455-7_18
Shi, Jianzheng, Egi Arvian Firmansyah, Yue Wang and Weibiao Xu, ‘Technological Innovation and Regulatory Harmonization in Islamic Finance: A Systematic Review and Machine Learning Analysis (2000–2023)’, Journal of Islamic Accounting and Business Research, 2025 https://doi.org/10.1108/JIABR-01-2025-0026
Sidqi, Imaro, Siti Maymanatun Nisa and Hening Sukma Daini, ‘Development of Artificial Intelligence in the Dispute Resolution of Religious Courts’, Jurnal Hukum Islam, 21 (2023), 83–112 https://doi.org/10.28918/jhi_v21i1_04
Singer, Julia, Fatwas from Islamweb.Net on Robotics and Artificial Intelligence, Artificial Intelligence in the Gulf: Challenges and Opportunities, 2021 https://doi.org/10.1007/978-981-16-0771-4_12
Sitiris, Miszairi and Saheed Abdullahi Busari, ‘THE LEGAL CAPACITY (AL-AHLIYYAH) OF ARTIFICIAL INTELLIGENCE FROM AN ISLAMIC JURISPRUDENTIAL PERSPECTIVE’, Malaysian Journal of Syariah and Law, 12 (2024), 31–42 https://doi.org/10.33102/mjsl.vol12no1.453
Sony, MM Abdullah Al Mamun, Mohammad Bin Amin, Aysha Ashraf, KM Anwarul Islam, Nitai Chandra Debnath and Gouranga Chandra Debnath, ‘Bias in AI-Driven HRM Systems: Investigating Discrimination Risks Embedded in AI Recruitment Tools and HR Analytics’, Social Sciences & Humanities Open, 12 (2025), 102082 https://doi.org/https://doi.org/10.1016/j.ssaho.2025.102082
Sopiyan, Muhammad, Loso Judijanto, Maryam Asad, Saifudin Zuhri and S Syufa’at, ‘Artificial Intelligence in Islamic Family Law: Addressing Ethical and Regulatory Gaps through a Maqāṣid Al-Sharī‘ah Approach’, Mawaddah: Jurnal Hukum Keluarga Islam, 4 (2026), 1 – 18 https://doi.org/10.52496/mjhki.v4i1.31
Suhartanto, Dwi, Setiawan Setiawan and Feni Malinda Safitri, ‘AI-Enabled Brand Experience and Shariah Compliance in Islamic Digital Banking’, Journal of Islamic Marketing, 2026, 1–20 https://doi.org/10.1108/JIMA-07-2025-0411
Suhartanto, Dwi, Moch Edman Syarief, Ade Chandra Nugraha, Tintin Suhaeni, Ambia Masthura and Hanudin Amin, ‘Millennial Loyalty towards Artificial Intelligence-Enabled Mobile Banking: Evidence from Indonesian Islamic Banks’, Journal of Islamic Marketing, 13 (2022), 1958–72 https://doi.org/10.1108/JIMA-12-2020-0380
Sukindar, Hendrik Kusnianto, Sarikun, Benhard Kurniawan Pasaribu and Muhd Syahazizamir Bin Sahmat, ‘Legal Innovation in Religious Courts: The Potential Utilization of Artificial Intelligence (AI) in Resolving Contemporary Cases’, MILRev: Metro Islamic Law Review, 3 (2024), 388–410 https://doi.org/10.32332/milrev.v3i2.8199
Sukri, Ahmad Iman, Retno Kusumastuti and Achmad Lutfi, ‘A Deconstruction of Rural Governance Policy to Drive Local Economies’, 3 (2025), 372–99 https://doi.org/10.53955/jsderi.v3i2.111
Susetyo, Heru, Qurrata Ayuni, Challenges of Law and Governance in Indonesia in the Disruptive Era II, Challenges of Law and Governance in Indonesia in the Disruptive Era II, 2021 https://www.scopus.com/pages/publications/85132470628?origin=resultslist
Swandaru, Randi and Aishath Muneeza, ‘Can Fraud in Islamic Financial Institutions Be Prevented Using High Standards of Shariah Governance?’, International Journal of Law and Management, 64 (2022), 469–85 https://doi.org/https://doi.org/10.1108/IJLMA-07-2022-0162
Tavakoli, Seyed Shahramadin, Afsaneh Mozaffari, Abolfazl Danaei and Ehtesham Rashidi, ‘Explaining the Effect of Artificial Intelligence on the Technology Acceptance Model in Media: A Cloud Computing Approach’, The Electronic Library, 41 (2023), 1–29 https://doi.org/https://doi.org/10.1108/EL-04-2022-0094
Timur, Yan Putra, Ahmad Ajib Ridlwan, Khusnul Fikriyah and Fitriah Dwi Susilowati, ‘Two Years of Digital Sharia Bank in Indonesia, What Do Consumers Think?: A Sentiment Analysis Using Machine Learning’, Multidisciplinary Science Journal, 7 (2025) https://doi.org/10.31893/multiscience.2025273
Timur, Yan Putra, Ahmad Ajib Ridlwan, Khusnul Fikriyah, Fitriah Dwi Susilowati and Azidni Rofiqo, ‘Understanding Public Perceptions of Digital Sharia Pawnshops in Indonesia: A Sentiment Analysis with Machine Learning’, in 2024 International Conference on Sustainable Islamic Business and Finance, SIBF 2024, 2024, pp. 177–85 https://doi.org/10.1109/SIBF63788.2024.10883859
Vidanaralage, Anjana Junius, Anuja Thimali Dharmaratne and Shamsul Haque, ‘AI-Based Multidisciplinary Framework to Assess the Impact of Gamified Video-Based Learning through Schema and Emotion Analysis’, Computers and Education: Artificial Intelligence, 3 (2022), 100109 https://doi.org/https://doi.org/10.1016/j.caeai.2022.100109
Wazin, Nihayatul Maskuroh and Aan Ansori, ‘OPTIMIZING ARTIFICIAL INTELLIGENCE IN FIDUCIARY SUPERVISION SYSTEMS IN ACCORDANCE WITH ISLAMIC LEGAL PRINCIPLES’, Petita: Jurnal Kajian Ilmu Hukum Dan Syariah, 10 (2025), 95–111 https://doi.org/10.22373/petita.v10i1.681
Widiastuti, Tika, Anidah Robani, Imron Mawardi, Sunan Fanani, Shahir Akram Hassan, Muhammad Ubaidillah Al-Mustofa, and others, ‘Innovating Zakat Governance through Good Amil Governance (GAG): A Structural Policy Model Using DEMATEL-ANP in Indonesia’, Journal of Open Innovation: Technology, Market, and Complexity, 12 (2026), 100711 https://doi.org/https://doi.org/10.1016/j.joitmc.2025.100711
Yafiz, Muhammad, Azhari Akmal Tarigan, Desmadi Saharuddin and Ismail Ismail, ‘Localizing Islamic Economics: Integrating Sharia Principles into the Salingka Nagari Tradition in Minangkabau’, Jurnal Ilmiah Peuradeun, 13 (2025), 1643–1668 https://doi.org/10.26811//peuradeun.v13i3.2022
Yanti, Illy, Yuliatin, Siti Mahmudah, Mahluddin and Yuniar Galuh Larasati, ‘Negotiating Sharīʿah and Customary Law: Legal Pluralism in Familial Relationships among the Suku Anak Dalam in Jambi’, Journal of Islamic Law, 6 (2025), 177–205 https://doi.org/10.24260/jil.v6i2.3311
Yigitcanlar, Tan, Ke Liu, Sajani Senadheera, Raveena Marasinghe, Anne David, Pauline Hope Cheong, and others, ‘Configurational Pathways to Smart City AI Adoption: Evidence from Local Governments in Australia, Hong Kong, Saudi Arabia, Spain, and the United States’, Cities, 175 (2026), 107117 https://doi.org/https://doi.org/10.1016/j.cities.2026.107117
Yuspin, Wardah, Kelik Wardiono, Arief Budiono and Said Gulyamov, ‘The Law Alteration on Artificial Intelligence in Reducing Islamic Bank’s Profit and Loss Sharing Risk’, Legality: Jurnal Ilmiah Hukum, 30 (2022), 267–82 https://doi.org/10.22219/ljih.v30i2.23051
Zhao, Jingchen, ‘Promoting More Accountable AI in the Boardroom through Smart Regulation’, Computer Law & Security Review, 52 (2024), 105939 https://doi.org/https://doi.org/10.1016/j.clsr.2024.105939
Zulkifli, Dhea Urfina Zulkifli and Donald Qomaidiasyah Tungkagi, ‘Artificial Intelligence and Islamic Ethical Guidelines: A Systematic Review’, in 2025 13th International Conference on Cyber and IT Service Management, CITSM 2025, 2025 https://doi.org/10.1109/CITSM67730.2025.11291209